Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 590 |
| Missing cells | 421 |
| Missing cells (%) | 3.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 101.5 KiB |
| Average record size in memory | 176.2 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 21 |
Variable descriptions
| Natural Gas Price, Wellhead | Price from source |
|---|---|
| Natural Gas Price, Citygate | Point of distribution |
| Natural Gas Price, Delivered to Consumers, Residential | Average price paid for by residential users |
| Natural Gas Price, Delivered to Consumers, Commercial | Average price paid for by commercial users |
| Natural Gas Price, Delivered to Consumers, Industrial | Average price paid for by industrial users |
| Average Retail Price of Electricity, Residential | Price paid by residential homes |
| Average Retail Price of Electricity, Commercial | Price paid by commercial entities |
| Average Retail Price of Electricity, Industrial | Price paid by industrial companies |
| Average Retail Price of Electricity, Transportation | Price paid by electrical transportation users |
| Average Retail Price of Electricity, Total | Cumulative mean of all categories |
| Leaded Regular Gasoline, U.S. City Average Retail Price | Price of leaded fuel, 0 when discontinued |
| Unleaded Regular Gasoline, U.S. City Average Retail Price | Price of unleaded fuel, 0 when leaded was used |
| Unleaded Premium Gasoline, U.S. City Average Retail Price | Price of premium unleaded fuel |
| All Grades of Gasoline, U.S. City Average Retail Price | Cumulative of all grades of gasoline |
| Regular Motor Gasoline, Conventional Gasoline Areas, Retail Price | Price of fuel, non-blended |
| Regular Motor Gasoline, Reformulated Gasoline Areas, Retail Price | Price of fuel, blended |
| Regular Motor Gasoline, All Areas, Retail Price | Cumulative mean of all categories |
| On-Highway Diesel Fuel Price | Price for diesel fuel |
| Average Sales Price | Average price of homes sold in $ |
| Median Sales Price | Median price of homes sold in $ |
Natural Gas Price, Wellhead is highly correlated with Natural Gas Price, Citygate and 2 other fields | High correlation |
Natural Gas Price, Citygate is highly correlated with Natural Gas Price, Wellhead and 3 other fields | High correlation |
Natural Gas Price, Delivered to Consumers, Residential is highly correlated with Average Retail Price of Electricity, Residential and 3 other fields | High correlation |
Natural Gas Price, Delivered to Consumers, Commercial is highly correlated with Natural Gas Price, Citygate | High correlation |
Natural Gas Price, Delivered to Consumers, Industrial is highly correlated with Natural Gas Price, Wellhead and 2 other fields | High correlation |
Natural Gas Price, Electric Power Sector is highly correlated with Natural Gas Price, Wellhead and 2 other fields | High correlation |
Average Retail Price of Electricity, Residential is highly correlated with Natural Gas Price, Delivered to Consumers, Residential and 2 other fields | High correlation |
Average Retail Price of Electricity, Commercial is highly correlated with Natural Gas Price, Delivered to Consumers, Residential and 3 other fields | High correlation |
Average Retail Price of Electricity, Industrial is highly correlated with Natural Gas Price, Delivered to Consumers, Residential and 2 other fields | High correlation |
Average Retail Price of Electricity, Total is highly correlated with Natural Gas Price, Delivered to Consumers, Residential and 3 other fields | High correlation |
Leaded Regular Gasoline, U.S. City Average Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 2 other fields | High correlation |
Unleaded Regular Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 6 other fields | High correlation |
Unleaded Premium Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 6 other fields | High correlation |
All Grades of Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 6 other fields | High correlation |
Regular Motor Gasoline, Conventional Gasoline Areas, Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
Regular Motor Gasoline, Reformulated Gasoline Areas, Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
Regular Motor Gasoline, All Areas, Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
On-Highway Diesel Fuel Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
Average Sales Price is highly correlated with Median Sales Price | High correlation |
Median Sales Price is highly correlated with Average Sales Price | High correlation |
Natural Gas Price, Citygate is highly correlated with Natural Gas Price, Electric Power Sector | High correlation |
Natural Gas Price, Delivered to Consumers, Residential is highly correlated with Natural Gas Price, Delivered to Consumers, Commercial | High correlation |
Natural Gas Price, Delivered to Consumers, Commercial is highly correlated with Natural Gas Price, Delivered to Consumers, Residential and 1 other fields | High correlation |
Natural Gas Price, Delivered to Consumers, Industrial is highly correlated with Natural Gas Price, Delivered to Consumers, Commercial and 1 other fields | High correlation |
Natural Gas Price, Electric Power Sector is highly correlated with Natural Gas Price, Citygate and 1 other fields | High correlation |
Average Retail Price of Electricity, Residential is highly correlated with Average Retail Price of Electricity, Commercial and 1 other fields | High correlation |
Average Retail Price of Electricity, Commercial is highly correlated with Average Retail Price of Electricity, Residential and 2 other fields | High correlation |
Average Retail Price of Electricity, Industrial is highly correlated with Average Retail Price of Electricity, Commercial and 1 other fields | High correlation |
Average Retail Price of Electricity, Total is highly correlated with Average Retail Price of Electricity, Residential and 2 other fields | High correlation |
Leaded Regular Gasoline, U.S. City Average Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 2 other fields | High correlation |
Unleaded Regular Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 6 other fields | High correlation |
Unleaded Premium Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 6 other fields | High correlation |
All Grades of Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 6 other fields | High correlation |
Regular Motor Gasoline, Conventional Gasoline Areas, Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
Regular Motor Gasoline, Reformulated Gasoline Areas, Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
Regular Motor Gasoline, All Areas, Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
On-Highway Diesel Fuel Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
Average Sales Price is highly correlated with Median Sales Price | High correlation |
Median Sales Price is highly correlated with Average Sales Price | High correlation |
Natural Gas Price, Delivered to Consumers, Industrial is highly correlated with Natural Gas Price, Electric Power Sector | High correlation |
Natural Gas Price, Electric Power Sector is highly correlated with Natural Gas Price, Delivered to Consumers, Industrial | High correlation |
Average Retail Price of Electricity, Residential is highly correlated with Average Retail Price of Electricity, Commercial | High correlation |
Average Retail Price of Electricity, Commercial is highly correlated with Average Retail Price of Electricity, Residential and 2 other fields | High correlation |
Average Retail Price of Electricity, Industrial is highly correlated with Average Retail Price of Electricity, Commercial and 1 other fields | High correlation |
Average Retail Price of Electricity, Total is highly correlated with Average Retail Price of Electricity, Commercial and 1 other fields | High correlation |
Leaded Regular Gasoline, U.S. City Average Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 2 other fields | High correlation |
Unleaded Regular Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
Unleaded Premium Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
All Grades of Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
Regular Motor Gasoline, Conventional Gasoline Areas, Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
Regular Motor Gasoline, Reformulated Gasoline Areas, Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 4 other fields | High correlation |
Regular Motor Gasoline, All Areas, Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 4 other fields | High correlation |
On-Highway Diesel Fuel Price is highly correlated with Regular Motor Gasoline, Conventional Gasoline Areas, Retail Price | High correlation |
Average Sales Price is highly correlated with Median Sales Price | High correlation |
Median Sales Price is highly correlated with Average Sales Price | High correlation |
Natural Gas Price, Wellhead is highly correlated with Natural Gas Price, Citygate and 3 other fields | High correlation |
Natural Gas Price, Citygate is highly correlated with Natural Gas Price, Wellhead and 5 other fields | High correlation |
Natural Gas Price, Delivered to Consumers, Residential is highly correlated with Natural Gas Price, Delivered to Consumers, Commercial and 6 other fields | High correlation |
Natural Gas Price, Delivered to Consumers, Commercial is highly correlated with Natural Gas Price, Delivered to Consumers, Residential and 4 other fields | High correlation |
Natural Gas Price, Delivered to Consumers, Industrial is highly correlated with Natural Gas Price, Citygate and 7 other fields | High correlation |
Natural Gas Price, Electric Power Sector is highly correlated with Natural Gas Price, Wellhead and 8 other fields | High correlation |
Average Retail Price of Electricity, Residential is highly correlated with Natural Gas Price, Delivered to Consumers, Residential and 5 other fields | High correlation |
Average Retail Price of Electricity, Commercial is highly correlated with Natural Gas Price, Wellhead and 10 other fields | High correlation |
Average Retail Price of Electricity, Industrial is highly correlated with Natural Gas Price, Citygate and 6 other fields | High correlation |
Average Retail Price of Electricity, Transportation is highly correlated with Average Retail Price of Electricity, Commercial and 3 other fields | High correlation |
Average Retail Price of Electricity, Total is highly correlated with Natural Gas Price, Citygate and 7 other fields | High correlation |
Leaded Regular Gasoline, U.S. City Average Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 2 other fields | High correlation |
Unleaded Regular Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 6 other fields | High correlation |
Unleaded Premium Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 6 other fields | High correlation |
All Grades of Gasoline, U.S. City Average Retail Price is highly correlated with Leaded Regular Gasoline, U.S. City Average Retail Price and 6 other fields | High correlation |
Regular Motor Gasoline, Conventional Gasoline Areas, Retail Price is highly correlated with Unleaded Regular Gasoline, U.S. City Average Retail Price and 5 other fields | High correlation |
Regular Motor Gasoline, Reformulated Gasoline Areas, Retail Price is highly correlated with Average Retail Price of Electricity, Transportation and 7 other fields | High correlation |
Regular Motor Gasoline, All Areas, Retail Price is highly correlated with Average Retail Price of Electricity, Transportation and 7 other fields | High correlation |
On-Highway Diesel Fuel Price is highly correlated with Natural Gas Price, Wellhead and 9 other fields | High correlation |
Average Sales Price is highly correlated with On-Highway Diesel Fuel Price and 1 other fields | High correlation |
Median Sales Price is highly correlated with Average Retail Price of Electricity, Commercial and 4 other fields | High correlation |
Leaded Regular Gasoline, U.S. City Average Retail Price has 371 (62.9%) missing values | Missing |
Date has unique values | Unique |
Natural Gas Price, Wellhead has 68 (11.5%) zeros | Zeros |
Natural Gas Price, Citygate has 46 (7.8%) zeros | Zeros |
Natural Gas Price, Delivered to Consumers, Residential has 46 (7.8%) zeros | Zeros |
Natural Gas Price, Delivered to Consumers, Commercial has 50 (8.5%) zeros | Zeros |
Natural Gas Price, Delivered to Consumers, Industrial has 58 (9.8%) zeros | Zeros |
Natural Gas Price, Electric Power Sector has 56 (9.5%) zeros | Zeros |
Average Retail Price of Electricity, Residential has 72 (12.2%) zeros | Zeros |
Average Retail Price of Electricity, Commercial has 82 (13.9%) zeros | Zeros |
Average Retail Price of Electricity, Industrial has 109 (18.5%) zeros | Zeros |
Average Retail Price of Electricity, Transportation has 360 (61.0%) zeros | Zeros |
Average Retail Price of Electricity, Total has 83 (14.1%) zeros | Zeros |
Unleaded Regular Gasoline, U.S. City Average Retail Price has 47 (8.0%) zeros | Zeros |
Unleaded Premium Gasoline, U.S. City Average Retail Price has 108 (18.3%) zeros | Zeros |
All Grades of Gasoline, U.S. City Average Retail Price has 10 (1.7%) zeros | Zeros |
Regular Motor Gasoline, Conventional Gasoline Areas, Retail Price has 231 (39.2%) zeros | Zeros |
Regular Motor Gasoline, Reformulated Gasoline Areas, Retail Price has 268 (45.4%) zeros | Zeros |
Regular Motor Gasoline, All Areas, Retail Price has 234 (39.7%) zeros | Zeros |
On-Highway Diesel Fuel Price has 269 (45.6%) zeros | Zeros |
Average Sales Price has 6 (1.0%) zeros | Zeros |
Median Sales Price has 24 (4.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-08-11 21:32:47.907358 |
|---|---|
| Analysis finished | 2022-08-11 21:33:55.863360 |
| Duration | 1 minute and 7.96 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 590 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 KiB |
| Minimum | 1973-01-01 00:00:00 |
|---|---|
| Maximum | 2022-02-01 00:00:00 |
Natural Gas Price, Wellhead
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONZEROSPrice from source
| Distinct | 405 |
|---|---|
| Distinct (%) | 69.0% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00778238747 |
| Minimum | -0.3577586207 |
|---|---|
| Maximum | 0.3811728395 |
| Zeros | 68 |
| Zeros (%) | 11.5% |
| Negative | 217 |
| Negative (%) | 36.8% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.3577586207 |
|---|---|
| 5-th percentile | -0.1487889273 |
| Q1 | -0.03771750984 |
| median | 0.005154639175 |
| Q3 | 0.04365148103 |
| 95-th percentile | 0.1521232012 |
| Maximum | 0.3811728395 |
| Range | 0.7389314602 |
| Interquartile range (IQR) | 0.08136899087 |
Descriptive statistics
| Standard deviation | 0.09745985248 |
|---|---|
| Coefficient of variation (CV) | 12.52313032 |
| Kurtosis | 2.3289232 |
| Mean | 0.00778238747 |
| Median Absolute Deviation (MAD) | 0.04029990628 |
| Skewness | 0.4530727916 |
| Sum | 4.568261445 |
| Variance | 0.009498422846 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 68 | 11.5% |
| 0.1056105611 | 10 | 1.7% |
| 0.1180811808 | 10 | 1.7% |
| -0.05244755245 | 10 | 1.7% |
| 0.1042471042 | 10 | 1.7% |
| 0.01968503937 | 10 | 1.7% |
| 0.3092783505 | 10 | 1.7% |
| 0.02645502646 | 10 | 1.7% |
| -0.16 | 10 | 1.7% |
| -0.08536585366 | 10 | 1.7% |
| Other values (395) | 429 |
| Value | Count | Frequency (%) |
| -0.3577586207 | 1 | |
| -0.281124498 | 1 | |
| -0.275862069 | 1 | |
| -0.269005848 | 1 | |
| -0.2676470588 | 1 | |
| -0.2551319648 | 1 | |
| -0.2391102873 | 1 | |
| -0.2255892256 | 1 | |
| -0.2191780822 | 1 | |
| -0.1956521739 | 1 |
| Value | Count | Frequency (%) |
| 0.3811728395 | 1 | 0.2% |
| 0.3782178218 | 1 | 0.2% |
| 0.3182711198 | 1 | 0.2% |
| 0.3113636364 | 1 | 0.2% |
| 0.3092783505 | 10 | |
| 0.304 | 1 | 0.2% |
| 0.2886597938 | 1 | 0.2% |
| 0.2852348993 | 1 | 0.2% |
| 0.2401315789 | 1 | 0.2% |
| 0.2395833333 | 1 | 0.2% |
Natural Gas Price, Citygate
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSPoint of distribution
| Distinct | 438 |
|---|---|
| Distinct (%) | 74.6% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006111413662 |
| Minimum | -0.675502008 |
|---|---|
| Maximum | 2.598265896 |
| Zeros | 46 |
| Zeros (%) | 7.8% |
| Negative | 258 |
| Negative (%) | 43.7% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.675502008 |
|---|---|
| 5-th percentile | -0.1004912281 |
| Q1 | -0.02915476676 |
| median | 0 |
| Q3 | 0.02911228116 |
| 95-th percentile | 0.1170901266 |
| Maximum | 2.598265896 |
| Range | 3.273767904 |
| Interquartile range (IQR) | 0.05826704792 |
Descriptive statistics
| Standard deviation | 0.1311939392 |
|---|---|
| Coefficient of variation (CV) | 21.46703634 |
| Kurtosis | 261.5359487 |
| Mean | 0.006111413662 |
| Median Absolute Deviation (MAD) | 0.02922077922 |
| Skewness | 13.02282065 |
| Sum | 3.58739982 |
| Variance | 0.01721184968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46 | 7.8% |
| 0.02030456853 | 9 | 1.5% |
| -0.02736318408 | 9 | 1.5% |
| 0.01278772379 | 9 | 1.5% |
| 0.005050505051 | 9 | 1.5% |
| 0.01005025126 | 9 | 1.5% |
| 0.009950248756 | 9 | 1.5% |
| -0.09113300493 | 9 | 1.5% |
| 0.08943089431 | 9 | 1.5% |
| -0.01511335013 | 9 | 1.5% |
| Other values (428) | 460 |
| Value | Count | Frequency (%) |
| -0.675502008 | 1 | |
| -0.281512605 | 1 | |
| -0.2660550459 | 1 | |
| -0.250929368 | 1 | |
| -0.2053872054 | 1 | |
| -0.1835106383 | 1 | |
| -0.1826923077 | 1 | |
| -0.1664233577 | 1 | |
| -0.1640625 | 1 | |
| -0.1597051597 | 1 |
| Value | Count | Frequency (%) |
| 2.598265896 | 1 | |
| 0.3418674699 | 1 | |
| 0.3193146417 | 1 | |
| 0.3087478559 | 1 | |
| 0.2769230769 | 1 | |
| 0.2512195122 | 1 | |
| 0.2506024096 | 1 | |
| 0.2331606218 | 1 | |
| 0.2080924855 | 1 | |
| 0.1928783383 | 1 |
Natural Gas Price, Delivered to Consumers, Residential
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSAverage price paid for by residential users
| Distinct | 501 |
|---|---|
| Distinct (%) | 85.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007680265582 |
| Minimum | -0.421182266 |
|---|---|
| Maximum | 1.181818182 |
| Zeros | 46 |
| Zeros (%) | 7.8% |
| Negative | 219 |
| Negative (%) | 37.1% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.421182266 |
|---|---|
| 5-th percentile | -0.1580844824 |
| Q1 | -0.03084124425 |
| median | 0.006666666667 |
| Q3 | 0.04691488425 |
| 95-th percentile | 0.1497163347 |
| Maximum | 1.181818182 |
| Range | 1.603000448 |
| Interquartile range (IQR) | 0.0777561285 |
Descriptive statistics
| Standard deviation | 0.1103955469 |
|---|---|
| Coefficient of variation (CV) | 14.3739231 |
| Kurtosis | 26.35050736 |
| Mean | 0.007680265582 |
| Median Absolute Deviation (MAD) | 0.03893809209 |
| Skewness | 2.355216187 |
| Sum | 4.508315897 |
| Variance | 0.01218717677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46 | 7.8% |
| 0.006711409396 | 6 | 1.0% |
| 0.01269035533 | 6 | 1.0% |
| 0.01754385965 | 6 | 1.0% |
| 0.004415011038 | 6 | 1.0% |
| 0.006666666667 | 6 | 1.0% |
| -0.00462962963 | 6 | 1.0% |
| 0.03953488372 | 6 | 1.0% |
| -0.1340659341 | 5 | 0.8% |
| -0.003215434084 | 2 | 0.3% |
| Other values (491) | 492 | |
| (Missing) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| -0.421182266 | 2 | |
| -0.3694581281 | 1 | |
| -0.2907719095 | 1 | |
| -0.2901760363 | 1 | |
| -0.2724035608 | 1 | |
| -0.2660098522 | 1 | |
| -0.2536 | 1 | |
| -0.2427184466 | 1 | |
| -0.2405714286 | 1 | |
| -0.2317073171 | 1 |
| Value | Count | Frequency (%) |
| 1.181818182 | 1 | |
| 0.7677779073 | 1 | |
| 0.4858167517 | 1 | |
| 0.3452736318 | 1 | |
| 0.3002544529 | 1 | |
| 0.2814284879 | 1 | |
| 0.2547770701 | 1 | |
| 0.2418244406 | 1 | |
| 0.2225705329 | 1 | |
| 0.2205177373 | 1 |
Natural Gas Price, Delivered to Consumers, Commercial
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSAverage price paid for by commercial users
| Distinct | 467 |
|---|---|
| Distinct (%) | 79.6% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00858541731 |
| Minimum | -0.6337522442 |
|---|---|
| Maximum | 2.414634146 |
| Zeros | 50 |
| Zeros (%) | 8.5% |
| Negative | 255 |
| Negative (%) | 43.2% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.6337522442 |
|---|---|
| 5-th percentile | -0.06591338251 |
| Q1 | -0.01813357358 |
| median | 0 |
| Q3 | 0.01974450252 |
| 95-th percentile | 0.06905099693 |
| Maximum | 2.414634146 |
| Range | 3.048386391 |
| Interquartile range (IQR) | 0.0378780761 |
Descriptive statistics
| Standard deviation | 0.149908361 |
|---|---|
| Coefficient of variation (CV) | 17.4608124 |
| Kurtosis | 142.6425435 |
| Mean | 0.00858541731 |
| Median Absolute Deviation (MAD) | 0.01896207585 |
| Skewness | 9.692519944 |
| Sum | 5.039639961 |
| Variance | 0.0224725167 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 50 | 8.5% |
| -0.02321428571 | 10 | 1.7% |
| 0.009107468124 | 9 | 1.5% |
| 0.005415162455 | 9 | 1.5% |
| 0.01096892139 | 9 | 1.5% |
| 0.01627486438 | 8 | 1.4% |
| -0.0231316726 | 8 | 1.4% |
| -0.008818342152 | 8 | 1.4% |
| 0.008896797153 | 8 | 1.4% |
| -0.002083333333 | 2 | 0.3% |
| Other values (457) | 466 | |
| (Missing) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| -0.6337522442 | 2 | |
| -0.5996409336 | 1 | |
| -0.5098743268 | 1 | |
| -0.3913824057 | 1 | |
| -0.2818671454 | 1 | |
| -0.1960784314 | 1 | |
| -0.1346499102 | 1 | |
| -0.1026837806 | 1 | |
| -0.1017751479 | 1 | |
| -0.09946236559 | 1 |
| Value | Count | Frequency (%) |
| 2.414634146 | 1 | |
| 1.612665116 | 1 | |
| 1.115754114 | 1 | |
| 0.7776561038 | 1 | |
| 0.5321477428 | 1 | |
| 0.3466701122 | 1 | |
| 0.2012500541 | 1 | |
| 0.186910495 | 1 | |
| 0.1585365854 | 1 | |
| 0.1539251303 | 1 |
Natural Gas Price, Delivered to Consumers, Industrial
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSAverage price paid for by industrial users
| Distinct | 467 |
|---|---|
| Distinct (%) | 79.6% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01170381404 |
| Minimum | -0.6503496503 |
|---|---|
| Maximum | 2.338709677 |
| Zeros | 58 |
| Zeros (%) | 9.8% |
| Negative | 270 |
| Negative (%) | 45.8% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.6503496503 |
|---|---|
| 5-th percentile | -0.1224254667 |
| Q1 | -0.03645833333 |
| median | 0 |
| Q3 | 0.03684753093 |
| 95-th percentile | 0.1540738575 |
| Maximum | 2.338709677 |
| Range | 2.989059328 |
| Interquartile range (IQR) | 0.07330586426 |
Descriptive statistics
| Standard deviation | 0.1725000132 |
|---|---|
| Coefficient of variation (CV) | 14.73878623 |
| Kurtosis | 76.83925569 |
| Mean | 0.01170381404 |
| Median Absolute Deviation (MAD) | 0.03680981595 |
| Skewness | 6.516455907 |
| Sum | 6.87013884 |
| Variance | 0.02975625455 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58 | 9.8% |
| -0.00464037123 | 9 | 1.5% |
| 0.002415458937 | 9 | 1.5% |
| 0.02168674699 | 9 | 1.5% |
| -0.01650943396 | 9 | 1.5% |
| 0.009592326139 | 9 | 1.5% |
| 0.009501187648 | 9 | 1.5% |
| 0.01411764706 | 8 | 1.4% |
| 0.03703703704 | 2 | 0.3% |
| 0.2352941176 | 2 | 0.3% |
| Other values (457) | 463 | |
| (Missing) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| -0.6503496503 | 2 | |
| -0.6037296037 | 1 | |
| -0.5361305361 | 1 | |
| -0.5284030011 | 1 | |
| -0.4032634033 | 1 | |
| -0.2793228537 | 1 | |
| -0.2680652681 | 1 | |
| -0.2266462481 | 1 | |
| -0.2205270458 | 1 | |
| -0.2009569378 | 1 |
| Value | Count | Frequency (%) |
| 2.338709677 | 1 | |
| 1.589920849 | 1 | |
| 1.292383292 | 1 | |
| 1.115473263 | 1 | |
| 0.7879404605 | 1 | |
| 0.5476635514 | 1 | |
| 0.3772241993 | 1 | |
| 0.3647581764 | 1 | |
| 0.3253373313 | 1 | |
| 0.2921875 | 1 |
Natural Gas Price, Electric Power Sector
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 501 |
|---|---|
| Distinct (%) | 85.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01168303859 |
| Minimum | -0.7912829957 |
|---|---|
| Maximum | 3.891891892 |
| Zeros | 56 |
| Zeros (%) | 9.5% |
| Negative | 258 |
| Negative (%) | 43.7% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.7912829957 |
|---|---|
| 5-th percentile | -0.1400141958 |
| Q1 | -0.04034477656 |
| median | 0 |
| Q3 | 0.04043948556 |
| 95-th percentile | 0.1616301599 |
| Maximum | 3.891891892 |
| Range | 4.683174888 |
| Interquartile range (IQR) | 0.08078426212 |
Descriptive statistics
| Standard deviation | 0.1901297453 |
|---|---|
| Coefficient of variation (CV) | 16.27399788 |
| Kurtosis | 297.3665074 |
| Mean | 0.01168303859 |
| Median Absolute Deviation (MAD) | 0.04036697248 |
| Skewness | 14.589217 |
| Sum | 6.857943654 |
| Variance | 0.03614932005 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 56 | 9.5% |
| 0.01630434783 | 5 | 0.8% |
| 0.06451612903 | 4 | 0.7% |
| 0.02424242424 | 4 | 0.7% |
| 0.01069518717 | 4 | 0.7% |
| 0.03703703704 | 4 | 0.7% |
| -0.04591836735 | 4 | 0.7% |
| 0.01604278075 | 4 | 0.7% |
| -0.1842105263 | 3 | 0.5% |
| 0.06756756757 | 2 | 0.3% |
| Other values (491) | 497 | |
| (Missing) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| -0.7912829957 | 1 | |
| -0.3029739777 | 1 | |
| -0.2684729064 | 1 | |
| -0.2609561753 | 1 | |
| -0.2481675393 | 1 | |
| -0.2368794326 | 1 | |
| -0.2339880444 | 1 | |
| -0.228956229 | 1 | |
| -0.2189349112 | 2 | |
| -0.196969697 | 1 |
| Value | Count | Frequency (%) |
| 3.891891892 | 1 | |
| 0.7358490566 | 1 | |
| 0.5325884544 | 1 | |
| 0.4598825832 | 1 | |
| 0.4120734908 | 1 | |
| 0.3939393939 | 1 | |
| 0.321656051 | 1 | |
| 0.3092105263 | 1 | |
| 0.2986111111 | 1 | |
| 0.2827004219 | 1 |
Average Retail Price of Electricity, Residential
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSPrice paid by residential homes
| Distinct | 504 |
|---|---|
| Distinct (%) | 85.9% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002568452011 |
| Minimum | -0.07142857143 |
|---|---|
| Maximum | 0.08108108108 |
| Zeros | 72 |
| Zeros (%) | 12.2% |
| Negative | 221 |
| Negative (%) | 37.5% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.07142857143 |
|---|---|
| 5-th percentile | -0.03798298307 |
| Q1 | -0.01253597738 |
| median | 0.0007513148009 |
| Q3 | 0.01852996383 |
| 95-th percentile | 0.04226561888 |
| Maximum | 0.08108108108 |
| Range | 0.1525096525 |
| Interquartile range (IQR) | 0.03106594121 |
Descriptive statistics
| Standard deviation | 0.02381949989 |
|---|---|
| Coefficient of variation (CV) | 9.273873831 |
| Kurtosis | -0.0615704089 |
| Mean | 0.002568452011 |
| Median Absolute Deviation (MAD) | 0.01544058034 |
| Skewness | -0.04543231463 |
| Sum | 1.50768133 |
| Variance | 0.0005673685748 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 72 | 12.2% |
| 0.02777777778 | 3 | 0.5% |
| 0.0243902439 | 3 | 0.5% |
| 0.04651162791 | 2 | 0.3% |
| 0.0487804878 | 2 | 0.3% |
| -0.02898550725 | 2 | 0.3% |
| 0.04255319149 | 2 | 0.3% |
| 0.02985074627 | 2 | 0.3% |
| 0.025 | 2 | 0.3% |
| 0.08108108108 | 2 | 0.3% |
| Other values (494) | 495 | |
| (Missing) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| -0.07142857143 | 1 | |
| -0.06278538813 | 1 | |
| -0.05263157895 | 1 | |
| -0.05128205128 | 1 | |
| -0.05020491803 | 1 | |
| -0.04903677758 | 1 | |
| -0.04844290657 | 1 | |
| -0.04819277108 | 1 | |
| -0.04816513761 | 1 | |
| -0.04761904762 | 1 |
| Value | Count | Frequency (%) |
| 0.08108108108 | 2 | |
| 0.05882352941 | 1 | |
| 0.05628742515 | 1 | |
| 0.05454545455 | 1 | |
| 0.05400540054 | 1 | |
| 0.05289052891 | 1 | |
| 0.05200945626 | 1 | |
| 0.05128205128 | 1 | |
| 0.05 | 1 | |
| 0.04928664073 | 1 |
Average Retail Price of Electricity, Commercial
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSPrice paid by commercial entities
| Distinct | 485 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002064932201 |
| Minimum | -0.09756097561 |
|---|---|
| Maximum | 0.1163918526 |
| Zeros | 82 |
| Zeros (%) | 13.9% |
| Negative | 218 |
| Negative (%) | 36.9% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.09756097561 |
|---|---|
| 5-th percentile | -0.02991815315 |
| Q1 | -0.009372277033 |
| median | 0 |
| Q3 | 0.01488138575 |
| 95-th percentile | 0.03533535115 |
| Maximum | 0.1163918526 |
| Range | 0.2139528282 |
| Interquartile range (IQR) | 0.02425366279 |
Descriptive statistics
| Standard deviation | 0.02112514168 |
|---|---|
| Coefficient of variation (CV) | 10.23042871 |
| Kurtosis | 2.408305875 |
| Mean | 0.002064932201 |
| Median Absolute Deviation (MAD) | 0.01313131313 |
| Skewness | 0.2299681742 |
| Sum | 1.212115202 |
| Variance | 0.0004462716111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 82 | 13.9% |
| 0.01449275362 | 3 | 0.5% |
| 0.02272727273 | 3 | 0.5% |
| 0.02325581395 | 2 | 0.3% |
| 0.007490636704 | 2 | 0.3% |
| 0.005031446541 | 2 | 0.3% |
| 0.01100917431 | 2 | 0.3% |
| 0.01428571429 | 2 | 0.3% |
| 0.01470588235 | 2 | 0.3% |
| 0.03174603175 | 2 | 0.3% |
| Other values (475) | 485 | |
| (Missing) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| -0.09756097561 | 1 | |
| -0.06529625151 | 1 | |
| -0.05176767677 | 1 | |
| -0.04814814815 | 1 | |
| -0.04556962025 | 1 | |
| -0.04545454545 | 1 | |
| -0.045 | 1 | |
| -0.04435483871 | 1 | |
| -0.04353393086 | 1 | |
| -0.04302477184 | 1 |
| Value | Count | Frequency (%) |
| 0.1163918526 | 1 | |
| 0.0815920398 | 1 | |
| 0.07317073171 | 1 | |
| 0.0715835141 | 1 | |
| 0.06257822278 | 1 | |
| 0.06206896552 | 1 | |
| 0.05707491082 | 1 | |
| 0.04714640199 | 1 | |
| 0.04711538462 | 1 | |
| 0.04633204633 | 1 |
Average Retail Price of Electricity, Industrial
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSPrice paid by industrial companies
| Distinct | 462 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002264917023 |
| Minimum | -0.1075949367 |
|---|---|
| Maximum | 0.2363067293 |
| Zeros | 109 |
| Zeros (%) | 18.5% |
| Negative | 242 |
| Negative (%) | 41.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.1075949367 |
|---|---|
| 5-th percentile | -0.04101428551 |
| Q1 | -0.01295335066 |
| median | 0 |
| Q3 | 0.01759572825 |
| 95-th percentile | 0.04998936521 |
| Maximum | 0.2363067293 |
| Range | 0.343901666 |
| Interquartile range (IQR) | 0.03054907891 |
Descriptive statistics
| Standard deviation | 0.02862731195 |
|---|---|
| Coefficient of variation (CV) | 12.63945286 |
| Kurtosis | 7.559791638 |
| Mean | 0.002264917023 |
| Median Absolute Deviation (MAD) | 0.01486199575 |
| Skewness | 1.097573615 |
| Sum | 1.329506292 |
| Variance | 0.0008195229896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 109 | 18.5% |
| 0.04166666667 | 3 | 0.5% |
| -0.01244813278 | 2 | 0.3% |
| 0.02040816327 | 2 | 0.3% |
| -0.03470715835 | 2 | 0.3% |
| -0.02 | 2 | 0.3% |
| 0.002320185615 | 2 | 0.3% |
| 0.02272727273 | 2 | 0.3% |
| 0.06116207951 | 2 | 0.3% |
| 0.009920634921 | 2 | 0.3% |
| Other values (452) | 459 | |
| (Missing) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| -0.1075949367 | 1 | |
| -0.08 | 1 | |
| -0.06387225549 | 1 | |
| -0.06160164271 | 1 | |
| -0.05742296919 | 1 | |
| -0.05533596838 | 1 | |
| -0.05314685315 | 1 | |
| -0.05291970803 | 1 | |
| -0.0505952381 | 1 | |
| -0.05021520803 | 1 |
| Value | Count | Frequency (%) |
| 0.2363067293 | 1 | |
| 0.08888888889 | 1 | |
| 0.08494783905 | 1 | |
| 0.08199121523 | 1 | |
| 0.08118081181 | 1 | |
| 0.07407407407 | 1 | |
| 0.07407407407 | 1 | |
| 0.0700152207 | 1 | |
| 0.06886227545 | 1 | |
| 0.06833333333 | 1 |
Average Retail Price of Electricity, Transportation
Real number (ℝ)
HIGH CORRELATIONZEROSPrice paid by electrical transportation users
| Distinct | 225 |
|---|---|
| Distinct (%) | 38.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.000996967787 |
| Minimum | -0.1494252874 |
|---|---|
| Maximum | 0.1769722814 |
| Zeros | 360 |
| Zeros (%) | 61.0% |
| Negative | 118 |
| Negative (%) | 20.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.1494252874 |
|---|---|
| 5-th percentile | -0.03652227689 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.04759168213 |
| Maximum | 0.1769722814 |
| Range | 0.3263975688 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02700254017 |
|---|---|
| Coefficient of variation (CV) | 27.08466665 |
| Kurtosis | 10.5059084 |
| Mean | 0.000996967787 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6390908978 |
| Sum | 0.585220091 |
| Variance | 0.0007291371756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 360 | |
| 0.0353798127 | 2 | 0.3% |
| -0.02764537655 | 2 | 0.3% |
| -0.01347708895 | 2 | 0.3% |
| -0.0105374078 | 1 | 0.2% |
| -0.02956167176 | 1 | 0.2% |
| -0.03527168732 | 1 | 0.2% |
| -0.03557312253 | 1 | 0.2% |
| 0.0112704918 | 1 | 0.2% |
| 0.02836879433 | 1 | 0.2% |
| Other values (215) | 215 | |
| (Missing) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| -0.1494252874 | 1 | |
| -0.1467391304 | 1 | |
| -0.113271344 | 1 | |
| -0.08844953174 | 1 | |
| -0.08815426997 | 1 | |
| -0.07974910394 | 1 | |
| -0.07684630739 | 1 | |
| -0.06983240223 | 1 | |
| -0.06805807623 | 1 | |
| -0.06694560669 | 1 |
| Value | Count | Frequency (%) |
| 0.1769722814 | 1 | |
| 0.1344086022 | 1 | |
| 0.1330143541 | 1 | |
| 0.1109550562 | 1 | |
| 0.1105882353 | 1 | |
| 0.0998003992 | 1 | |
| 0.09734513274 | 1 | |
| 0.09309309309 | 1 | |
| 0.08945686901 | 1 | |
| 0.07968901846 | 1 |
Average Retail Price of Electricity, Total
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSCumulative mean of all categories
| Distinct | 486 |
|---|---|
| Distinct (%) | 82.8% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002395868601 |
| Minimum | -0.1176470588 |
|---|---|
| Maximum | 0.1003861004 |
| Zeros | 83 |
| Zeros (%) | 14.1% |
| Negative | 251 |
| Negative (%) | 42.5% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.1176470588 |
|---|---|
| 5-th percentile | -0.035626703 |
| Q1 | -0.009201204252 |
| median | 0 |
| Q3 | 0.01679137836 |
| 95-th percentile | 0.0432530731 |
| Maximum | 0.1003861004 |
| Range | 0.2180331592 |
| Interquartile range (IQR) | 0.02599258262 |
Descriptive statistics
| Standard deviation | 0.02349735421 |
|---|---|
| Coefficient of variation (CV) | 9.807446954 |
| Kurtosis | 1.564388345 |
| Mean | 0.002395868601 |
| Median Absolute Deviation (MAD) | 0.01422997475 |
| Skewness | 0.1215210626 |
| Sum | 1.406374869 |
| Variance | 0.0005521256551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 83 | 14.1% |
| 0.03225806452 | 5 | 0.8% |
| 0.015625 | 3 | 0.5% |
| 0.01639344262 | 3 | 0.5% |
| -0.004545454545 | 2 | 0.3% |
| 0.03125 | 2 | 0.3% |
| 0.02 | 2 | 0.3% |
| 0.01480750247 | 2 | 0.3% |
| 0.0303030303 | 2 | 0.3% |
| 0.02702702703 | 2 | 0.3% |
| Other values (476) | 481 | |
| (Missing) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| -0.1176470588 | 1 | |
| -0.05726256983 | 1 | |
| -0.05518169583 | 1 | |
| -0.05068226121 | 1 | |
| -0.04962546816 | 1 | |
| -0.04696132597 | 1 | |
| -0.04642409034 | 1 | |
| -0.04626865672 | 1 | |
| -0.04613733906 | 1 | |
| -0.04524469067 | 1 |
| Value | Count | Frequency (%) |
| 0.1003861004 | 1 | |
| 0.08447729673 | 1 | |
| 0.06887755102 | 1 | |
| 0.06773823192 | 1 | |
| 0.0652173913 | 1 | |
| 0.06325301205 | 1 | |
| 0.06300268097 | 1 | |
| 0.05882352941 | 1 | |
| 0.05718270572 | 1 | |
| 0.05714285714 | 1 |
Leaded Regular Gasoline, U.S. City Average Retail Price
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGPrice of leaded fuel, 0 when discontinued
| Distinct | 206 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 371 |
| Missing (%) | 62.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004504272223 |
| Minimum | -0.2690909091 |
|---|---|
| Maximum | 0.1543550165 |
| Zeros | 5 |
| Zeros (%) | 0.8% |
| Negative | 100 |
| Negative (%) | 16.9% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.2690909091 |
|---|---|
| 5-th percentile | -0.04420033716 |
| Q1 | -0.009553265238 |
| median | 0.001646090535 |
| Q3 | 0.01741161616 |
| 95-th percentile | 0.06418391418 |
| Maximum | 0.1543550165 |
| Range | 0.4234459256 |
| Interquartile range (IQR) | 0.0269648814 |
Descriptive statistics
| Standard deviation | 0.03727009144 |
|---|---|
| Coefficient of variation (CV) | 8.274386981 |
| Kurtosis | 14.54587342 |
| Mean | 0.004504272223 |
| Median Absolute Deviation (MAD) | 0.01316070524 |
| Skewness | -1.669735343 |
| Sum | 0.9864356168 |
| Variance | 0.001389059716 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.8% |
| 0.07535641548 | 2 | 0.3% |
| 0.01704545455 | 2 | 0.3% |
| 0.02420856611 | 2 | 0.3% |
| 0.01090909091 | 2 | 0.3% |
| 0.003597122302 | 2 | 0.3% |
| -0.007168458781 | 2 | 0.3% |
| -0.007220216606 | 2 | 0.3% |
| 0.05591397849 | 2 | 0.3% |
| 0.007575757576 | 2 | 0.3% |
| Other values (196) | 196 | |
| (Missing) | 371 |
| Value | Count | Frequency (%) |
| -0.2690909091 | 1 | |
| -0.1353965184 | 1 | |
| -0.08836689038 | 1 | |
| -0.08747993579 | 1 | |
| -0.07915567282 | 1 | |
| -0.07118644068 | 1 | |
| -0.06666666667 | 1 | |
| -0.06594399277 | 1 | |
| -0.05352798054 | 1 | |
| -0.04809286899 | 1 |
| Value | Count | Frequency (%) |
| 0.1543550165 | 1 | |
| 0.1000918274 | 1 | |
| 0.08263772955 | 1 | |
| 0.07535641548 | 2 | |
| 0.07402760351 | 1 | |
| 0.06721915285 | 1 | |
| 0.06704361874 | 1 | |
| 0.06679764244 | 1 | |
| 0.06657223796 | 1 | |
| 0.06518010292 | 1 |
Unleaded Regular Gasoline, U.S. City Average Retail Price
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSPrice of unleaded fuel, 0 when leaded was used
| Distinct | 543 |
|---|---|
| Distinct (%) | 92.2% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004207581899 |
| Minimum | -0.3220926568 |
|---|---|
| Maximum | 0.1876892028 |
| Zeros | 47 |
| Zeros (%) | 8.0% |
| Negative | 262 |
| Negative (%) | 44.4% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.3220926568 |
|---|---|
| 5-th percentile | -0.06443825539 |
| Q1 | -0.01536885246 |
| median | 0 |
| Q3 | 0.02412280702 |
| 95-th percentile | 0.0887616381 |
| Maximum | 0.1876892028 |
| Range | 0.5097818596 |
| Interquartile range (IQR) | 0.03949165948 |
Descriptive statistics
| Standard deviation | 0.04805706023 |
|---|---|
| Coefficient of variation (CV) | 11.42153887 |
| Kurtosis | 5.633863761 |
| Mean | 0.004207581899 |
| Median Absolute Deviation (MAD) | 0.0185840708 |
| Skewness | -0.5032321988 |
| Sum | 2.478265739 |
| Variance | 0.002309481038 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47 | 8.0% |
| 0.004837291117 | 1 | 0.2% |
| -0.004668222741 | 1 | 0.2% |
| -0.1326633166 | 1 | 0.2% |
| -0.1224410969 | 1 | 0.2% |
| -0.0136443662 | 1 | 0.2% |
| 0.04149933066 | 1 | 0.2% |
| -0.02570694087 | 1 | 0.2% |
| 0.1343544858 | 1 | 0.2% |
| 0.1033950617 | 1 | 0.2% |
| Other values (533) | 533 |
| Value | Count | Frequency (%) |
| -0.3220926568 | 1 | |
| -0.2147838215 | 1 | |
| -0.17578125 | 1 | |
| -0.1724746361 | 1 | |
| -0.1587073609 | 1 | |
| -0.1419686317 | 1 | |
| -0.1326633166 | 1 | |
| -0.1241071429 | 1 | |
| -0.1224410969 | 1 | |
| -0.1132663665 | 1 |
| Value | Count | Frequency (%) |
| 0.1876892028 | 1 | |
| 0.1679968077 | 1 | |
| 0.161589404 | 1 | |
| 0.1482715535 | 1 | |
| 0.1343544858 | 1 | |
| 0.1337630943 | 1 | |
| 0.1329787234 | 1 | |
| 0.1256391527 | 1 | |
| 0.1196716135 | 1 | |
| 0.1181891026 | 1 |
Unleaded Premium Gasoline, U.S. City Average Retail Price
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSPrice of premium unleaded fuel
| Distinct | 482 |
|---|---|
| Distinct (%) | 81.8% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002654313063 |
| Minimum | -0.2910839161 |
|---|---|
| Maximum | 0.1588300629 |
| Zeros | 108 |
| Zeros (%) | 18.3% |
| Negative | 244 |
| Negative (%) | 41.4% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.2910839161 |
|---|---|
| 5-th percentile | -0.05602131401 |
| Q1 | -0.01209398756 |
| median | 0 |
| Q3 | 0.0145482389 |
| 95-th percentile | 0.07309994426 |
| Maximum | 0.1588300629 |
| Range | 0.449913979 |
| Interquartile range (IQR) | 0.02664222646 |
Descriptive statistics
| Standard deviation | 0.04092613659 |
|---|---|
| Coefficient of variation (CV) | 15.41873005 |
| Kurtosis | 7.210306823 |
| Mean | 0.002654313063 |
| Median Absolute Deviation (MAD) | 0.01304106548 |
| Skewness | -0.538312422 |
| Sum | 1.563390394 |
| Variance | 0.001674948656 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108 | 18.3% |
| 0.003198720512 | 1 | 0.2% |
| 0.1481481481 | 1 | 0.2% |
| 0.0874837592 | 1 | 0.2% |
| 0.05097860719 | 1 | 0.2% |
| 0.006874427131 | 1 | 0.2% |
| 0.07170923379 | 1 | 0.2% |
| 0.04356740133 | 1 | 0.2% |
| -0.19810933 | 1 | 0.2% |
| -0.2910839161 | 1 | 0.2% |
| Other values (472) | 472 |
| Value | Count | Frequency (%) |
| -0.2910839161 | 1 | |
| -0.19810933 | 1 | |
| -0.1506802721 | 1 | |
| -0.1469510163 | 1 | |
| -0.1289340102 | 1 | |
| -0.126512271 | 1 | |
| -0.1209853446 | 1 | |
| -0.1156438453 | 1 | |
| -0.09888357257 | 1 | |
| -0.09871244635 | 1 |
| Value | Count | Frequency (%) |
| 0.1588300629 | 1 | |
| 0.152613828 | 1 | |
| 0.1481481481 | 1 | |
| 0.1398386477 | 1 | |
| 0.1231566361 | 1 | |
| 0.1186206897 | 1 | |
| 0.1118574766 | 1 | |
| 0.110896196 | 1 | |
| 0.1064073227 | 1 | |
| 0.1039051604 | 1 |
All Grades of Gasoline, U.S. City Average Retail Price
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSCumulative of all grades of gasoline
| Distinct | 523 |
|---|---|
| Distinct (%) | 88.8% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00413721837 |
| Minimum | -0.3153488372 |
|---|---|
| Maximum | 0.1755725191 |
| Zeros | 10 |
| Zeros (%) | 1.7% |
| Negative | 265 |
| Negative (%) | 44.9% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.3153488372 |
|---|---|
| 5-th percentile | -0.07142448752 |
| Q1 | -0.01534296029 |
| median | 0.0022172949 |
| Q3 | 0.02257114818 |
| 95-th percentile | 0.08240010469 |
| Maximum | 0.1755725191 |
| Range | 0.4909213563 |
| Interquartile range (IQR) | 0.03791410847 |
Descriptive statistics
| Standard deviation | 0.0472628953 |
|---|---|
| Coefficient of variation (CV) | 11.42383386 |
| Kurtosis | 5.431109133 |
| Mean | 0.00413721837 |
| Median Absolute Deviation (MAD) | 0.01803744478 |
| Skewness | -0.5593922363 |
| Sum | 2.43682162 |
| Variance | 0.002233781272 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10 | 1.7% |
| 0.007451564829 | 6 | 1.0% |
| 0.01550387597 | 6 | 1.0% |
| 0.01331360947 | 6 | 1.0% |
| 0.002989536622 | 6 | 1.0% |
| 0.01221374046 | 6 | 1.0% |
| 0.009049773756 | 6 | 1.0% |
| 0.0125588697 | 6 | 1.0% |
| 0.009508716323 | 6 | 1.0% |
| 0.003179650238 | 6 | 1.0% |
| Other values (513) | 525 |
| Value | Count | Frequency (%) |
| -0.3153488372 | 1 | |
| -0.2110507246 | 1 | |
| -0.1711229947 | 1 | |
| -0.1662382177 | 1 | |
| -0.1565371025 | 1 | |
| -0.1397706055 | 1 | |
| -0.1305637982 | 1 | |
| -0.1215370867 | 1 | |
| -0.1205915813 | 1 | |
| -0.1110356537 | 1 |
| Value | Count | Frequency (%) |
| 0.1755725191 | 1 | |
| 0.1652276295 | 1 | |
| 0.1585998271 | 1 | |
| 0.1460720131 | 1 | |
| 0.1311615945 | 1 | |
| 0.1276435045 | 1 | |
| 0.1273100616 | 1 | |
| 0.1209563994 | 1 | |
| 0.120593692 | 1 | |
| 0.1178849145 | 1 |
Regular Motor Gasoline, Conventional Gasoline Areas, Retail Price
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSPrice of fuel, non-blended
| Distinct | 358 |
|---|---|
| Distinct (%) | 60.8% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003101599985 |
| Minimum | -0.3026578073 |
|---|---|
| Maximum | 0.1686402613 |
| Zeros | 231 |
| Zeros (%) | 39.2% |
| Negative | 175 |
| Negative (%) | 29.7% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.3026578073 |
|---|---|
| 5-th percentile | -0.05884661255 |
| Q1 | -0.006500541712 |
| median | 0 |
| Q3 | 0.01139410188 |
| 95-th percentile | 0.08756576194 |
| Maximum | 0.1686402613 |
| Range | 0.4712980686 |
| Interquartile range (IQR) | 0.01789464359 |
Descriptive statistics
| Standard deviation | 0.0454042046 |
|---|---|
| Coefficient of variation (CV) | 14.63896209 |
| Kurtosis | 6.921588822 |
| Mean | 0.003101599985 |
| Median Absolute Deviation (MAD) | 0.007518796992 |
| Skewness | -0.6962845448 |
| Sum | 1.826842391 |
| Variance | 0.002061541796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 231 | |
| -0.01484230056 | 2 | 0.3% |
| -0.02481962482 | 1 | 0.2% |
| -0.04886082899 | 1 | 0.2% |
| -0.05056033359 | 1 | 0.2% |
| 0.01669316375 | 1 | 0.2% |
| 0.07307364231 | 1 | 0.2% |
| 0.05615615616 | 1 | 0.2% |
| 0.03416149068 | 1 | 0.2% |
| -0.03303303303 | 1 | 0.2% |
| Other values (348) | 348 |
| Value | Count | Frequency (%) |
| -0.3026578073 | 1 | |
| -0.2048594569 | 1 | |
| -0.1904985889 | 1 | |
| -0.1884605015 | 1 | |
| -0.1776527331 | 1 | |
| -0.1736705095 | 1 | |
| -0.1540504648 | 1 | |
| -0.1405498282 | 1 | |
| -0.1346086957 | 1 | |
| -0.1343669251 | 1 |
| Value | Count | Frequency (%) |
| 0.1686402613 | 1 | |
| 0.159375 | 1 | |
| 0.1436004162 | 1 | |
| 0.1297678275 | 1 | |
| 0.1294516676 | 1 | |
| 0.1273051755 | 1 | |
| 0.1268130957 | 1 | |
| 0.1201834862 | 1 | |
| 0.1199105145 | 1 | |
| 0.1191245066 | 1 |
Regular Motor Gasoline, Reformulated Gasoline Areas, Retail Price
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSPrice of fuel, blended
| Distinct | 321 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002973620597 |
| Minimum | -0.2840764331 |
|---|---|
| Maximum | 0.1773729626 |
| Zeros | 268 |
| Zeros (%) | 45.4% |
| Negative | 159 |
| Negative (%) | 26.9% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.2840764331 |
|---|---|
| 5-th percentile | -0.05737624959 |
| Q1 | -0.003037462032 |
| median | 0 |
| Q3 | 0.003734129948 |
| 95-th percentile | 0.08412750546 |
| Maximum | 0.1773729626 |
| Range | 0.4614493957 |
| Interquartile range (IQR) | 0.006771591979 |
Descriptive statistics
| Standard deviation | 0.04388867677 |
|---|---|
| Coefficient of variation (CV) | 14.75933978 |
| Kurtosis | 6.888966401 |
| Mean | 0.002973620597 |
| Median Absolute Deviation (MAD) | 0.003590664273 |
| Skewness | -0.3466812097 |
| Sum | 1.751462532 |
| Variance | 0.001926215948 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 268 | |
| -0.01465201465 | 2 | 0.3% |
| 0.008177570093 | 1 | 0.2% |
| -0.01439616102 | 1 | 0.2% |
| 0.005360493165 | 1 | 0.2% |
| 0.002956989247 | 1 | 0.2% |
| 0.001615508885 | 1 | 0.2% |
| -0.03407022107 | 1 | 0.2% |
| 0.009981612818 | 1 | 0.2% |
| 0.102838934 | 1 | 0.2% |
| Other values (311) | 311 |
| Value | Count | Frequency (%) |
| -0.2840764331 | 1 | |
| -0.2322064057 | 1 | |
| -0.16 | 1 | |
| -0.1507293355 | 1 | |
| -0.1486639067 | 1 | |
| -0.1483590995 | 1 | |
| -0.1348819783 | 1 | |
| -0.1220394737 | 1 | |
| -0.1178571429 | 1 | |
| -0.1116133519 | 1 |
| Value | Count | Frequency (%) |
| 0.1773729626 | 1 | |
| 0.1665366615 | 1 | |
| 0.1651573954 | 1 | |
| 0.1471714164 | 1 | |
| 0.1387188902 | 1 | |
| 0.135078092 | 1 | |
| 0.1309390198 | 1 | |
| 0.1286843997 | 1 | |
| 0.1250466592 | 1 | |
| 0.1247848537 | 1 |
Regular Motor Gasoline, All Areas, Retail Price
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSCumulative mean of all categories
| Distinct | 355 |
|---|---|
| Distinct (%) | 60.3% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003114402183 |
| Minimum | -0.2962962963 |
|---|---|
| Maximum | 0.1677393403 |
| Zeros | 234 |
| Zeros (%) | 39.7% |
| Negative | 176 |
| Negative (%) | 29.8% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.2962962963 |
|---|---|
| 5-th percentile | -0.05720505262 |
| Q1 | -0.006986899563 |
| median | 0 |
| Q3 | 0.01017576318 |
| 95-th percentile | 0.08442319288 |
| Maximum | 0.1677393403 |
| Range | 0.4640356366 |
| Interquartile range (IQR) | 0.01716266275 |
Descriptive statistics
| Standard deviation | 0.0445111111 |
|---|---|
| Coefficient of variation (CV) | 14.29202412 |
| Kurtosis | 6.869052559 |
| Mean | 0.003114402183 |
| Median Absolute Deviation (MAD) | 0.007694421544 |
| Skewness | -0.6089538928 |
| Sum | 1.834382886 |
| Variance | 0.001981239011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 234 | |
| -0.01484230056 | 2 | 0.3% |
| 0.03412144009 | 1 | 0.2% |
| 0.08229136377 | 1 | 0.2% |
| -0.02825656965 | 1 | 0.2% |
| -0.05171489818 | 1 | 0.2% |
| -0.04307692308 | 1 | 0.2% |
| 0.01246105919 | 1 | 0.2% |
| 0.07627829003 | 1 | 0.2% |
| 0.05887573964 | 1 | 0.2% |
| Other values (345) | 345 |
| Value | Count | Frequency (%) |
| -0.2962962963 | 1 | |
| -0.2142524453 | 1 | |
| -0.176073454 | 1 | |
| -0.1759176365 | 1 | |
| -0.1693043798 | 1 | |
| -0.1679119151 | 1 | |
| -0.1360052562 | 1 | |
| -0.1344850949 | 1 | |
| -0.126717033 | 1 | |
| -0.1213307241 | 1 |
| Value | Count | Frequency (%) |
| 0.1677393403 | 1 | |
| 0.1610767873 | 1 | |
| 0.1517311609 | 1 | |
| 0.1307216495 | 1 | |
| 0.1251097454 | 1 | |
| 0.1235505798 | 1 | |
| 0.1211849192 | 1 | |
| 0.1184947958 | 1 | |
| 0.1162131519 | 1 | |
| 0.113368984 | 1 |
On-Highway Diesel Fuel Price
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSPrice for diesel fuel
| Distinct | 320 |
|---|---|
| Distinct (%) | 54.3% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002766624544 |
| Minimum | -0.1957494407 |
|---|---|
| Maximum | 0.1492448919 |
| Zeros | 269 |
| Zeros (%) | 45.6% |
| Negative | 145 |
| Negative (%) | 24.6% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.1957494407 |
|---|---|
| 5-th percentile | -0.04792421141 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.006091846298 |
| 95-th percentile | 0.06162450443 |
| Maximum | 0.1492448919 |
| Range | 0.3449943326 |
| Interquartile range (IQR) | 0.006091846298 |
Descriptive statistics
| Standard deviation | 0.03321993668 |
|---|---|
| Coefficient of variation (CV) | 12.00738884 |
| Kurtosis | 6.580821023 |
| Mean | 0.002766624544 |
| Median Absolute Deviation (MAD) | 0.004183070866 |
| Skewness | -0.2921086793 |
| Sum | 1.629541856 |
| Variance | 0.001103564193 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 269 | |
| 0.03614457831 | 2 | 0.3% |
| -0.0229604299 | 1 | 0.2% |
| -0.005426356589 | 1 | 0.2% |
| -0.01526717557 | 1 | 0.2% |
| -0.03392330383 | 1 | 0.2% |
| -0.01045974216 | 1 | 0.2% |
| 0.05167562036 | 1 | 0.2% |
| -0.01312799798 | 1 | 0.2% |
| -0.00975 | 1 | 0.2% |
| Other values (310) | 310 |
| Value | Count | Frequency (%) |
| -0.1957494407 | 1 | |
| -0.1686591276 | 1 | |
| -0.1484700974 | 1 | |
| -0.1213720317 | 1 | |
| -0.111332008 | 1 | |
| -0.1024590164 | 1 | |
| -0.0983277592 | 1 | |
| -0.09486166008 | 1 | |
| -0.08647856358 | 1 | |
| -0.08604269294 | 1 |
| Value | Count | Frequency (%) |
| 0.1492448919 | 1 | |
| 0.1356084419 | 1 | |
| 0.1276 | 1 | |
| 0.1166439291 | 1 | |
| 0.1131977047 | 1 | |
| 0.1115591398 | 1 | |
| 0.1071303126 | 1 | |
| 0.1043902439 | 1 | |
| 0.09790705924 | 1 | |
| 0.09225456339 | 1 |
Average Sales Price
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSAverage price of homes sold in $
| Distinct | 580 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 5 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004635348675 |
| Minimum | -0.02479129775 |
|---|---|
| Maximum | 0.02839796318 |
| Zeros | 6 |
| Zeros (%) | 1.0% |
| Negative | 180 |
| Negative (%) | 30.5% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.02479129775 |
|---|---|
| 5-th percentile | -0.01005261016 |
| Q1 | -0.002014775017 |
| median | 0.004144218815 |
| Q3 | 0.01145767027 |
| 95-th percentile | 0.02025750926 |
| Maximum | 0.02839796318 |
| Range | 0.05318926093 |
| Interquartile range (IQR) | 0.01347244529 |
Descriptive statistics
| Standard deviation | 0.00955170817 |
|---|---|
| Coefficient of variation (CV) | 2.060623448 |
| Kurtosis | 0.02128062945 |
| Mean | 0.004635348675 |
| Median Absolute Deviation (MAD) | 0.006566589364 |
| Skewness | -0.2492147217 |
| Sum | 2.711678975 |
| Variance | 9.123512897 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6 | 1.0% |
| 0.01242027526 | 1 | 0.2% |
| 0.007814295564 | 1 | 0.2% |
| 0.007753705815 | 1 | 0.2% |
| -0.000452591084 | 1 | 0.2% |
| -0.0004527960154 | 1 | 0.2% |
| -0.0004530011325 | 1 | 0.2% |
| 0.01257647859 | 1 | 0.2% |
| 0.01226790451 | 1 | 0.2% |
| -0.0008100914246 | 1 | 0.2% |
| Other values (570) | 570 | |
| (Missing) | 5 | 0.8% |
| Value | Count | Frequency (%) |
| -0.02479129775 | 1 | |
| -0.02419155764 | 1 | |
| -0.02362014943 | 1 | |
| -0.02184698407 | 1 | |
| -0.02184354986 | 1 | |
| -0.02137989779 | 1 | |
| -0.02137660884 | 1 | |
| -0.02093236594 | 1 | |
| -0.02092921324 | 1 | |
| -0.02008635254 | 1 |
| Value | Count | Frequency (%) |
| 0.02839796318 | 1 | |
| 0.02761378785 | 1 | |
| 0.02687175686 | 1 | |
| 0.02503337784 | 1 | |
| 0.02451202905 | 1 | |
| 0.02442201237 | 1 | |
| 0.02392556491 | 1 | |
| 0.02383979657 | 1 | |
| 0.02366916756 | 1 | |
| 0.02348864074 | 1 |
Median Sales Price
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROSMedian price of homes sold in $
| Distinct | 556 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 5 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004506359036 |
| Minimum | -0.02716186253 |
|---|---|
| Maximum | 0.03428794078 |
| Zeros | 24 |
| Zeros (%) | 4.1% |
| Negative | 174 |
| Negative (%) | 29.5% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -0.02716186253 |
|---|---|
| 5-th percentile | -0.01093714769 |
| Q1 | -0.001828989483 |
| median | 0.00495049505 |
| Q3 | 0.01067073171 |
| 95-th percentile | 0.01995527768 |
| Maximum | 0.03428794078 |
| Range | 0.0614498033 |
| Interquartile range (IQR) | 0.01249972119 |
Descriptive statistics
| Standard deviation | 0.009586911592 |
|---|---|
| Coefficient of variation (CV) | 2.127418502 |
| Kurtosis | 0.451691527 |
| Mean | 0.004506359036 |
| Median Absolute Deviation (MAD) | 0.00612704775 |
| Skewness | -0.1560148834 |
| Sum | 2.636220036 |
| Variance | 9.190887387 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24 | 4.1% |
| 0.009900990099 | 2 | 0.3% |
| 0.01515151515 | 2 | 0.3% |
| 0.01470588235 | 2 | 0.3% |
| 0.007874015748 | 2 | 0.3% |
| 0.0078125 | 2 | 0.3% |
| 0.007751937984 | 2 | 0.3% |
| -0.01491289199 | 1 | 0.2% |
| 0.01386530843 | 1 | 0.2% |
| 0.01367569076 | 1 | 0.2% |
| Other values (546) | 546 | |
| (Missing) | 5 | 0.8% |
| Value | Count | Frequency (%) |
| -0.02716186253 | 1 | |
| -0.02644360496 | 1 | |
| -0.02576235542 | 1 | |
| -0.02205537306 | 1 | |
| -0.02157943067 | 1 | |
| -0.02112359551 | 1 | |
| -0.0204906983 | 1 | |
| -0.02007926024 | 1 | |
| -0.01968503937 | 1 | |
| -0.01968401968 | 1 |
| Value | Count | Frequency (%) |
| 0.03428794078 | 1 | |
| 0.03315125259 | 1 | |
| 0.03208751139 | 1 | |
| 0.02759381898 | 1 | |
| 0.0268528464 | 1 | |
| 0.02615062762 | 1 | |
| 0.02608171265 | 1 | |
| 0.02541874816 | 1 | |
| 0.02491723297 | 1 | |
| 0.02478865167 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Date | Natural Gas Price, Wellhead | Natural Gas Price, Citygate | Natural Gas Price, Delivered to Consumers, Residential | Natural Gas Price, Delivered to Consumers, Commercial | Natural Gas Price, Delivered to Consumers, Industrial | Natural Gas Price, Electric Power Sector | Average Retail Price of Electricity, Residential | Average Retail Price of Electricity, Commercial | Average Retail Price of Electricity, Industrial | Average Retail Price of Electricity, Transportation | Average Retail Price of Electricity, Total | Leaded Regular Gasoline, U.S. City Average Retail Price | Unleaded Regular Gasoline, U.S. City Average Retail Price | Unleaded Premium Gasoline, U.S. City Average Retail Price | All Grades of Gasoline, U.S. City Average Retail Price | Regular Motor Gasoline, Conventional Gasoline Areas, Retail Price | Regular Motor Gasoline, Reformulated Gasoline Areas, Retail Price | Regular Motor Gasoline, All Areas, Retail Price | On-Highway Diesel Fuel Price | Average Sales Price | Median Sales Price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1973-01-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 1973-02-01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.055914 | 0.0 | 0.0 | -0.003170 | 0.0 | 0.0 | 0.0 | 0.0 | 0.023374 | 0.027594 |
| 2 | 1973-03-01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.075356 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.022840 | 0.026853 |
| 3 | 1973-04-01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.017045 | 0.0 | 0.0 | 0.003180 | 0.0 | 0.0 | 0.0 | 0.0 | 0.022330 | 0.026151 |
| 4 | 1973-05-01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.024209 | 0.0 | 0.0 | 0.009509 | 0.0 | 0.0 | 0.0 | 0.0 | 0.007597 | 0.008155 |
| 5 | 1973-06-01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.010909 | 0.0 | 0.0 | 0.012559 | 0.0 | 0.0 | 0.0 | 0.0 | 0.007540 | 0.008089 |
| 6 | 1973-07-01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.003597 | 0.0 | 0.0 | 0.015504 | 0.0 | 0.0 | 0.0 | 0.0 | 0.007484 | 0.008024 |
| 7 | 1973-08-01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -0.007168 | 0.0 | 0.0 | 0.012214 | 0.0 | 0.0 | 0.0 | 0.0 | 0.006500 | 0.004975 |
| 8 | 1973-09-01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -0.007220 | 0.0 | 0.0 | 0.009050 | 0.0 | 0.0 | 0.0 | 0.0 | 0.006458 | 0.004950 |
| 9 | 1973-10-01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -0.269091 | 0.0 | 0.0 | 0.002990 | 0.0 | 0.0 | 0.0 | 0.0 | 0.006416 | 0.004926 |
Last rows
| Date | Natural Gas Price, Wellhead | Natural Gas Price, Citygate | Natural Gas Price, Delivered to Consumers, Residential | Natural Gas Price, Delivered to Consumers, Commercial | Natural Gas Price, Delivered to Consumers, Industrial | Natural Gas Price, Electric Power Sector | Average Retail Price of Electricity, Residential | Average Retail Price of Electricity, Commercial | Average Retail Price of Electricity, Industrial | Average Retail Price of Electricity, Transportation | Average Retail Price of Electricity, Total | Leaded Regular Gasoline, U.S. City Average Retail Price | Unleaded Regular Gasoline, U.S. City Average Retail Price | Unleaded Premium Gasoline, U.S. City Average Retail Price | All Grades of Gasoline, U.S. City Average Retail Price | Regular Motor Gasoline, Conventional Gasoline Areas, Retail Price | Regular Motor Gasoline, Reformulated Gasoline Areas, Retail Price | Regular Motor Gasoline, All Areas, Retail Price | On-Highway Diesel Fuel Price | Average Sales Price | Median Sales Price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 580 | 2021-05-01 | 0.026455 | 0.130208 | 0.153469 | 0.066667 | 0.030000 | 0.066879 | 0.009448 | -0.002745 | -0.007396 | -0.003956 | 0.004673 | NaN | 0.046847 | 0.040810 | 0.046096 | 0.041140 | 0.050525 | 0.044437 | 0.027796 | 0.024512 | 0.024917 |
| 581 | 2021-06-01 | 0.309278 | 0.124424 | 0.254777 | 0.069196 | 0.007282 | 0.065672 | -0.002880 | 0.040367 | 0.084948 | 0.024826 | 0.051163 | NaN | 0.061238 | 0.057286 | 0.067083 | 0.027383 | 0.024672 | 0.026466 | 0.021759 | 0.023926 | 0.024311 |
| 582 | 2021-07-01 | 0.019685 | 0.147541 | 0.124647 | 0.031315 | 0.139759 | 0.154062 | 0.001444 | 0.014991 | 0.032967 | -0.013566 | 0.021239 | NaN | 0.025048 | 0.024987 | 0.024961 | 0.026991 | 0.017678 | 0.023499 | 0.015820 | 0.023367 | 0.023734 |
| 583 | 2021-08-01 | 0.104247 | 0.012500 | 0.052156 | 0.031377 | 0.059197 | 0.080097 | 0.005768 | 0.004344 | 0.015957 | -0.000982 | 0.007799 | NaN | 0.006805 | 0.010521 | 0.007517 | 0.005913 | 0.008685 | 0.007015 | 0.003294 | 0.003453 | -0.002513 |
| 584 | 2021-09-01 | -0.052448 | 0.102293 | -0.034795 | 0.008832 | 0.111776 | 0.143820 | 0.017204 | 0.012111 | 0.006545 | 0.097345 | 0.002580 | NaN | 0.003072 | 0.001778 | 0.002984 | 0.006205 | 0.004157 | 0.005383 | 0.010149 | 0.003441 | -0.002519 |
| 585 | 2021-10-01 | 0.118081 | 0.025600 | -0.135802 | 0.016537 | 0.228007 | 0.129666 | -0.007047 | -0.011966 | -0.020806 | -0.079749 | -0.030017 | NaN | 0.036753 | 0.024081 | 0.034514 | 0.036352 | 0.036665 | 0.036535 | 0.067376 | 0.003429 | -0.002526 |
| 586 | 2021-11-01 | 0.105611 | -0.059282 | -0.240571 | -0.032536 | 0.027778 | 0.024348 | 0.001419 | -0.019031 | -0.009296 | 0.020448 | -0.008842 | NaN | 0.028656 | 0.026733 | 0.028473 | 0.025681 | 0.043639 | 0.031601 | 0.031838 | NaN | NaN |
| 587 | 2021-12-01 | 0.000000 | -0.036484 | -0.012039 | 0.021761 | -0.041252 | -0.125637 | -0.025514 | -0.012346 | -0.040214 | 0.001908 | -0.009813 | NaN | -0.021252 | -0.011572 | -0.019855 | -0.032672 | -0.013938 | -0.025920 | -0.023075 | NaN | NaN |
| 588 | 2022-01-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.001467 | 0.000488 | -0.001427 | 0.005997 | -0.003603 | 0.002419 | 0.022796 | NaN | NaN |
| 589 | 2022-02-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.052447 | 0.034617 | 0.050000 | 0.066834 | 0.049513 | 0.060935 | 0.082707 | NaN | NaN |